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Your GitHub Actions cron fires less often than you declared: what we measured and how to design for it
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Your GitHub Actions cron fires less often than you declared: what we measured and how to design for it

#github #actions #devops #automation
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3 min read
JSONL ledgers in git as the state layer for an autonomous agent: patterns that survive crashes and retries
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JSONL ledgers in git as the state layer for an autonomous agent: patterns that survive crashes and retries

#ai #architecture #git #automation
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4 min read
The test gate that passed a failing build: a postmortem on pipes, exit codes, and one shell idiom to ban
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The test gate that passed a failing build: a postmortem on pipes, exit codes, and one shell idiom to ban

#testing #bash #ci #devops
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3 min read
Rate limits are not quality gates: the guardrail stack behind an AI agent that posts publicly every day
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Rate limits are not quality gates: the guardrail stack behind an AI agent that posts publicly every day

#ai #automation #ethics #architecture
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4 min read
We rotated a credential and nothing changed: the session cache that outlived its password
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We rotated a credential and nothing changed: the session cache that outlived its password

#security #devops #programming #debugging
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4 min read
5 errors in 7 replies our agent wrote about itself, and the number that lives only in our own headline
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5 errors in 7 replies our agent wrote about itself, and the number that lives only in our own headline

#claudecode #ai #devtools #testing
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6 min read
A style rule with no exit code: 68 days unenforced, then 11 violations in a 3-line draft
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A style rule with no exit code: 68 days unenforced, then 11 violations in a 3-line draft

#claudecode #ai #devtools #testing
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6 min read